Build All ROCm Wheels #3
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| name: Build All ROCm Wheels | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| version: | |
| description: 'Version tag of llama-cpp-python to build: v0.2.14' | |
| default: 'v0.2.14' | |
| required: true | |
| type: string | |
| config: | |
| description: 'Override configurations to build: key1:item1-1,item1-2;key2:item2-1,item2-2' | |
| default: 'Default' | |
| required: false | |
| type: string | |
| exclude: | |
| description: 'Exclude build configurations: key1-1:item1-1,key1-2:item1-2;key2-1:item2-1,key2-2:item2-2' | |
| default: 'Default' | |
| required: false | |
| type: string | |
| workflow_call: | |
| inputs: | |
| version: | |
| description: 'Version tag of llama-cpp-python to build: v0.2.14' | |
| default: 'v0.2.14' | |
| required: true | |
| type: string | |
| config: | |
| description: 'Configurations to build: key1:item1-1,item1-2;key2:item2-1,item2-2' | |
| default: 'Default' | |
| required: false | |
| type: string | |
| exclude: | |
| description: 'Exclude build configurations: key1-1:item1-1,key1-2:item1-2;key2-1:item2-1,key2-2:item2-2' | |
| default: 'Default' | |
| required: false | |
| type: string | |
| permissions: | |
| contents: write | |
| jobs: | |
| define_matrix: | |
| name: Define Build Matrix | |
| runs-on: ubuntu-latest | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| CONFIGIN: ${{ inputs.config }} | |
| EXCLUDEIN: ${{ inputs.exclude }} | |
| steps: | |
| - name: Define Job Output | |
| id: set-matrix | |
| run: | | |
| $matrix = @{ | |
| 'os' = 'ubuntu-20.04', 'windows-latest' | |
| 'pyver' = "3.10", "3.8", "3.9", "3.11" | |
| 'rocm' = '5.4.2', '5.5', '5.5.1', '5.6.1' | |
| 'avx' = "AVX", "AVX2", "basic" | |
| 'rename' = '0', '1' | |
| 'exclude' = @( | |
| @{'os' = 'windows-latest';'rocm' = '5.4.2'}, | |
| @{'os' = 'windows-latest';'rocm' = '5.5'}, | |
| @{'os' = 'windows-latest';'rocm' = '5.6.1'}, | |
| @{'os' = 'ubuntu-20.04';'rocm' = '5.5.1'} | |
| ) | |
| } | |
| if ($env:CONFIGIN -ne 'Default') {$env:CONFIGIN.split(';').foreach({$matrix[$_.split(':')[0]] = $_.split(':')[1].split(',')})} | |
| if ($env:EXCLUDEIN -notin ('None','Default')) { | |
| $exclusions = $matrix['exclude'] | |
| $exclusions += $env:EXCLUDEIN.split(';').replace(':','=').replace(',',"`n") | ConvertFrom-StringData | |
| $matrix['exclude'] = $exclusions | |
| } elseif ($env:EXCLUDEIN -eq 'None') {$matrix.remove('exclude')} | |
| $matrixOut = ConvertTo-Json $matrix -Compress | |
| Write-Output ('matrix=' + $matrixOut) >> $env:GITHUB_OUTPUT | |
| build_wheels: | |
| name: Build ${{ matrix.os }} ${{ matrix.avx }} ROCm ${{ matrix.rocm }} ${{ matrix.rename == '1' && 'Textgen Wheel' || 'Wheel' }} ${{ matrix.pyver }} | |
| needs: define_matrix | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: ${{ fromJSON(needs.define_matrix.outputs.matrix) }} | |
| defaults: | |
| run: | |
| shell: pwsh | |
| env: | |
| PCKGVER: ${{ inputs.version }} | |
| ROCM_VERSION: ${{ matrix.rocm }} | |
| AVXVER: ${{ matrix.avx }} | |
| steps: | |
| - name: Free Disk Space | |
| if: runner.os == 'Linux' | |
| uses: jlumbroso/free-disk-space@v1.2.0 | |
| with: | |
| tool-cache: false | |
| android: true | |
| dotnet: true | |
| haskell: true | |
| large-packages: false | |
| swap-storage: false | |
| - uses: actions/checkout@v4 | |
| with: | |
| repository: 'abetlen/llama-cpp-python' | |
| ref: ${{ inputs.version }} | |
| submodules: 'recursive' | |
| - name: Install Linux ROCm SDK | |
| if: runner.os == 'Linux' | |
| shell: bash | |
| run: | | |
| [ ! -d /etc/apt/keyrings ] && sudo mkdir --parents --mode=0755 /etc/apt/keyrings | |
| wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null | |
| echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/$ROCM_VERSION focal main" | sudo tee --append /etc/apt/sources.list.d/rocm.list | |
| echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600 | |
| sudo apt update | |
| sudo apt install rocm-dev rocblas-dev hipblas-dev -y | |
| - name: Install Windows ROCm SDK | |
| if: runner.os == 'Windows' | |
| run: | | |
| curl -LO https://download.amd.com/developer/eula/rocm-hub/AMD-Software-PRO-Edition-23.Q3-Win10-Win11-For-HIP.exe | |
| Start-Process 'AMD-Software-PRO-Edition-23.Q3-Win10-Win11-For-HIP.exe' -ArgumentList '-install' -NoNewWindow -Wait | |
| echo "C:\Program Files\AMD\ROCm\5.5\bin" >> $env:GITHUB_PATH | |
| echo 'ROCM_PATH=C:\Program Files\AMD\ROCm\5.5' >> $env:GITHUB_ENV | |
| echo 'HIP_PATH=C:\Program Files\AMD\ROCm\5.5' >> $env:GITHUB_ENV | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.pyver }} | |
| - name: Install Dependencies | |
| run: | | |
| python -m pip install build wheel cmake scikit-build ninja | |
| - name: Change Package Name | |
| if: matrix.rename == '1' | |
| run: | | |
| $packageVersion = [version]$env:PCKGVER.TrimStart('v') | |
| $pyproject = Get-Content 'pyproject.toml' -raw | |
| $cmakelists = Get-Content 'CMakeLists.txt' -raw | |
| if ($packageVersion -lt [version]'0.2.0') { | |
| $setup = Get-Content 'setup.py' -raw | |
| $regexstr = '(?s)name="llama_cpp_python",(.+)(package_dir={"llama_cpp": "llama_cpp", "llama_cpp.server": "llama_cpp/server"},.+?packages=\["llama_cpp", "llama_cpp.server"],)' | |
| if ($packageVersion -gt [version]'0.1.77') {$regexstr = '(?s)name="llama_cpp_python",(.+)(package_dir={"llama_cpp": "llama_cpp", "llama_cpp.server": "llama_cpp/server"},.+?package_data={"llama_cpp": \["py.typed"]},.+?packages=\["llama_cpp", "llama_cpp.server"],)'} | |
| $regexmatch = [Regex]::Matches($setup,$regexstr) | |
| if (!($regexmatch[0].Success)) {throw 'setup.py parsing failed'} | |
| $newstr = 'name="llama_cpp_python_cuda",' + $regexmatch[0].Groups[1].Value + $regexmatch[0].Groups[2].Value.Replace('llama_cpp','llama_cpp_cuda') | |
| $newsetup = $regexmatch[0].Result(('$`'+$newstr+'$''')) | |
| New-Item 'setup.py' -itemType File -value $newsetup -force | |
| $regexstr = '(?s)(?<=name = ")llama_cpp_python(".+?packages = \[{include = ")llama_cpp(".+)' | |
| $regexmatch = [Regex]::Matches($pyproject,$regexstr) | |
| if (!($regexmatch[0].Success)) {throw 'pyproject.toml parsing failed'} | |
| $newpyproject = $regexmatch[0].Result(('$`'+'llama_cpp_python_cuda'+'$1llama_cpp_cuda$2')) | |
| } else { | |
| $regexstr = '(?s)(?<=\[project]\s+?name = ")llama_cpp_python(".+?all = \[\s+?")llama_cpp_python(\[.+?wheel.packages = \[")llama_cpp("].+?input = ")llama_cpp(?=/__init__.py")' | |
| $regexmatch = [Regex]::Matches($pyproject,$regexstr) | |
| if (!($regexmatch[0].Success)) {throw 'pyproject.toml parsing failed'} | |
| $newpyproject = $regexmatch[0].Result(('$`' + 'llama_cpp_python_cuda' + '$1llama_cpp_cuda$2' + 'llama_cpp_cuda$3llama_cpp_cuda' + '$''')) | |
| } | |
| Copy-Item 'llama_cpp' 'llama_cpp_cuda' -recurse | |
| New-Item 'pyproject.toml' -itemType File -value $newpyproject -force | |
| New-Item 'CMakeLists.txt' -itemType File -value $cmakelists.Replace('llama_cpp','llama_cpp_cuda') -force | |
| if ($packageVersion -gt [version]'0.2.13') | |
| { | |
| $pyScripts = (Get-ChildItem $(Join-Path '.' 'llama_cpp_cuda' '*.py')) | |
| $pyScripts.fullname.foreach({New-Item $_ -itemType File -value (Get-Content $_ -raw).replace('import llama_cpp.llama','from . import llama') -force}) | |
| } | |
| - name: Build Wheel | |
| run: | | |
| if ($IsLinux) { | |
| $env:CC = '/opt/rocm/llvm/bin/clang' | |
| $env:CXX = '/opt/rocm/llvm/bin/clang++' | |
| $env:CFLAGS = '-fPIC' | |
| $env:CXXFLAGS = '-fPIC' | |
| $env:CMAKE_PREFIX_PATH = '/opt/rocm' | |
| $env:GITHUB_PATH = "/opt/rocm/bin:$env:GITHUB_PATH" | |
| $env:ROCM_PATH = "/opt/rocm" | |
| $env:HIP_PATH = "/opt/rocm" | |
| } else { | |
| $env:CC = 'C:\Program Files\AMD\ROCm\5.5\bin\clang.exe' | |
| $env:CXX = 'C:\Program Files\AMD\ROCm\5.5\bin\clang++.exe' | |
| $env:CMAKE_PREFIX_PATH = 'C:\Program Files\AMD\ROCm\5.5' | |
| $cmakelists = Get-Content 'CMakeLists.txt' -raw | |
| $regexstr = '(?s)(?<=\n)\s+?install\(\s+FILES \$\<TARGET_RUNTIME_DLLS.+/llama_cpp(?:_cuda)?\s+\)\s+?(?=endif\(\))' | |
| $regexmatch = [Regex]::Matches($cmakelists,$regexstr) | |
| if ($regexmatch[0].Success) {New-Item 'CMakeLists.txt' -itemType File -value $regexmatch[0].Result('$`$''') -force} | |
| } | |
| $env:VERBOSE = '1' | |
| $packageVersion = [version]$env:PCKGVER.TrimStart('v') | |
| $gputargets = 'gfx803;gfx900;gfx906:xnack-;gfx908:xnack-;gfx90a:xnack+;gfx90a:xnack-;gfx1010;gfx1012;gfx1030;gfx1100;gfx1101;gfx1102' | |
| if ([version]$env:ROCM_VERSION -lt [version]'5.5') {$gputargets = 'gfx803;gfx900;gfx906:xnack-;gfx908:xnack-;gfx90a:xnack+;gfx90a:xnack-;gfx1010;gfx1012;gfx1030'} | |
| if ($env:AVXVER -eq 'AVX') {$env:CMAKE_ARGS = "-GNinja -DLLAMA_HIPBLAS=ON -DLLAMA_AVX2=off -DLLAMA_FMA=off -DLLAMA_F16C=off -DGPU_TARGETS=$gputargets"} | |
| if ($env:AVXVER -eq 'AVX512') {$env:CMAKE_ARGS = "-GNinja -DLLAMA_HIPBLAS=ON -DLLAMA_AVX512=on -DGPU_TARGETS=$gputargets"} | |
| if ($env:AVXVER -eq 'basic') {$env:CMAKE_ARGS = "-GNinja -DLLAMA_HIPBLAS=ON -DLLAMA_AVX=off -DLLAMA_AVX2=off -DLLAMA_FMA=off -DLLAMA_F16C=off -DGPU_TARGETS=$gputargets"} | |
| if ($env:AVXVER -eq 'AVX2') | |
| { | |
| $env:CMAKE_ARGS = "-GNinja -DLLAMA_HIPBLAS=ON -DGPU_TARGETS=$gputargets" | |
| $buildtag = "+rocm$env:ROCM_VERSION" | |
| } else {$buildtag = "+rocm$env:ROCM_VERSION$env:AVXVER"} | |
| if ($packageVersion -gt [version]'0.2.13') {$env:CMAKE_ARGS = "-DLLAMA_NATIVE=off $env:CMAKE_ARGS"} | |
| if ($packageVersion -lt [version]'0.2.0') { | |
| python -m build --wheel -C--build-option=egg_info "-C--build-option=--tag-build=$buildtag" | |
| } else { | |
| $initpath = Join-Path '.' '${{ matrix.rename == '1' && 'llama_cpp_cuda' || 'llama_cpp' }}' '__init__.py' -resolve | |
| $initcontent = Get-Content $initpath -raw | |
| $regexstr = '(?s)(?<=__version__ \= ")\d+(?:\.\d+)*(?=")' | |
| $regexmatch = [Regex]::Matches($initcontent,$regexstr) | |
| if (!($regexmatch[0].Success)) {throw '__init__.py parsing failed'} | |
| $newinit = $regexmatch[0].Result(('$`' + '$&' + $buildtag + '$''')) | |
| New-Item $initpath -itemType File -value $newinit -force | |
| python -m build --wheel | |
| } | |
| - name: Upload files to a GitHub release | |
| id: upload-release | |
| uses: svenstaro/upload-release-action@2.7.0 | |
| continue-on-error: true | |
| with: | |
| file: ./dist/*.whl | |
| tag: rocm | |
| file_glob: true | |
| make_latest: false | |
| overwrite: true | |
| - uses: actions/upload-artifact@v3 | |
| if: steps.upload-release.outcome == 'failure' | |
| with: | |
| name: 'rocm-wheels' | |
| path: ./dist/*.whl |